Task 14205274
| Name | ParityModified-1647042981-29164-3-0_0 |
| Workunit | 11265376 |
| Created | 1 Apr 2022, 18:10:58 UTC |
| Sent | 9 Apr 2022, 18:05:26 UTC |
| Report deadline | 17 Apr 2022, 18:05:26 UTC |
| Received | 10 Apr 2022, 9:02:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 16 min 39 sec |
| CPU time | 1 hours 16 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 2238.04 ms
[2022-04-10 03:43:06 main:574] : INFO : Epoch 1543 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2196.47 ms
[2022-04-10 03:43:08 main:574] : INFO : Epoch 1544 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 2305.81 ms
[2022-04-10 03:43:11 main:574] : INFO : Epoch 1545 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 2308 ms
[2022-04-10 03:43:13 main:574] : INFO : Epoch 1546 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2261.28 ms
[2022-04-10 03:43:15 main:574] : INFO : Epoch 1547 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2254.7 ms
[2022-04-10 03:43:17 main:574] : INFO : Epoch 1548 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 2223.17 ms
[2022-04-10 03:43:20 main:574] : INFO : Epoch 1549 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 2259.44 ms
[2022-04-10 03:43:22 main:574] : INFO : Epoch 1550 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2243.74 ms
[2022-04-10 03:43:24 main:574] : INFO : Epoch 1551 | loss: 0.031246 | val_loss: 0.0312468 | Time: 2395.13 ms
[2022-04-10 03:43:27 main:574] : INFO : Epoch 1552 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 2267.93 ms
[2022-04-10 03:43:29 main:574] : INFO : Epoch 1553 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 2351.14 ms
[2022-04-10 03:43:31 main:574] : INFO : Epoch 1554 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 2344 ms
[2022-04-10 03:43:34 main:574] : INFO : Epoch 1555 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 2306.8 ms
[2022-04-10 03:43:36 main:574] : INFO : Epoch 1556 | loss: 0.0312478 | val_loss: 0.0312498 | Time: 2267.95 ms
[2022-04-10 03:43:38 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.031249 | Time: 2263.81 ms
[2022-04-10 03:43:40 main:574] : INFO : Epoch 1558 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 2161.4 ms
[2022-04-10 03:43:43 main:574] : INFO : Epoch 1559 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2244.65 ms
[2022-04-10 03:43:45 main:574] : INFO : Epoch 1560 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 2318.12 ms
[2022-04-10 03:43:47 main:574] : INFO : Epoch 1561 | loss: 0.0312482 | val_loss: 0.03125 | Time: 2218.27 ms
[2022-04-10 03:43:49 main:574] : INFO : Epoch 1562 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2269.55 ms
[2022-04-10 03:43:52 main:574] : INFO : Epoch 1563 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2245.25 ms
[2022-04-10 03:43:54 main:574] : INFO : Epoch 1564 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2265.23 ms
[2022-04-10 03:43:56 main:574] : INFO : Epoch 1565 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 2229.64 ms
[2022-04-10 03:43:58 main:574] : INFO : Epoch 1566 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2267.25 ms
[2022-04-10 03:44:01 main:574] : INFO : Epoch 1567 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 2175.36 ms
[2022-04-10 03:44:03 main:574] : INFO : Epoch 1568 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 2267.09 ms
[2022-04-10 03:44:05 main:574] : INFO : Epoch 1569 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2267.88 ms
[2022-04-10 03:44:07 main:574] : INFO : Epoch 1570 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 2235.38 ms
[2022-04-10 03:44:10 main:574] : INFO : Epoch 1571 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 2260.25 ms
[2022-04-10 03:44:12 main:574] : INFO : Epoch 1572 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2262.09 ms
[2022-04-10 03:44:14 main:574] : INFO : Epoch 1573 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2317.61 ms
[2022-04-10 03:44:16 main:574] : INFO : Epoch 1574 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2193.19 ms
[2022-04-10 03:44:19 main:574] : INFO : Epoch 1575 | loss: 0.0312479 | val_loss: 0.0312452 | Time: 2268.94 ms
[2022-04-10 03:44:21 main:574] : INFO : Epoch 1576 | loss: 0.0312467 | val_loss: 0.0312512 | Time: 2352.34 ms
[2022-04-10 03:44:23 main:574] : INFO : Epoch 1577 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2286.95 ms
[2022-04-10 03:44:26 main:574] : INFO : Epoch 1578 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 2243 ms
[2022-04-10 03:44:28 main:574] : INFO : Epoch 1579 | loss: 0.0312451 | val_loss: 0.031246 | Time: 2272.99 ms
[2022-04-10 03:44:30 main:574] : INFO : Epoch 1580 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2248.13 ms
[2022-04-10 03:44:32 main:574] : INFO : Epoch 1581 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2266.64 ms
[2022-04-10 03:44:35 main:574] : INFO : Epoch 1582 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2292.32 ms
[2022-04-10 03:44:37 main:574] : INFO : Epoch 1583 | loss: 0.0312452 | val_loss: 0.0312496 | Time: 2194.07 ms
[2022-04-10 03:44:39 main:574] : INFO : Epoch 1584 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 2230.45 ms
[2022-04-10 03:44:41 main:574] : INFO : Epoch 1585 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2242.11 ms
[2022-04-10 03:44:44 main:574] : INFO : Epoch 1586 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 2338.06 ms
[2022-04-10 03:44:46 main:574] : INFO : Epoch 1587 | loss: 0.031246 | val_loss: 0.0312466 | Time: 2369.06 ms
[2022-04-10 03:44:48 main:574] : INFO : Epoch 1588 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 2186.31 ms
[2022-04-10 03:44:51 main:574] : INFO : Epoch 1589 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2310.56 ms
[2022-04-10 03:44:53 main:574] : INFO : Epoch 1590 | loss: 0.0312472 | val_loss: 0.031249 | Time: 2200.24 ms
[2022-04-10 03:44:55 main:574] : INFO : Epoch 1591 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 2285.31 ms
[2022-04-10 03:44:57 main:574] : INFO : Epoch 1592 | loss: 0.0312453 | val_loss: 0.031246 | Time: 2193.06 ms
[2022-04-10 03:45:00 main:574] : INFO : Epoch 1593 | loss: 0.031245 | val_loss: 0.0312464 | Time: 2266.73 ms
[2022-04-10 03:45:02 main:574] : INFO : Epoch 1594 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2281.82 ms
[2022-04-10 03:45:04 main:574] : INFO : Epoch 1595 | loss: 0.031246 | val_loss: 0.0312476 | Time: 2123.15 ms
[2022-04-10 03:45:06 main:574] : INFO : Epoch 1596 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2245.34 ms
[2022-04-10 03:45:08 main:574] : INFO : Epoch 1597 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2240.79 ms
[2022-04-10 03:45:11 main:574] : INFO : Epoch 1598 | loss: 0.031246 | val_loss: 0.0312495 | Time: 2274.29 ms
[2022-04-10 03:45:13 main:574] : INFO : Epoch 1599 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 2308.56 ms
[2022-04-10 03:45:15 main:574] : INFO : Epoch 1600 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2217.86 ms
[2022-04-10 03:45:18 main:574] : INFO : Epoch 1601 | loss: 0.0312488 | val_loss: 0.031251 | Time: 2311.87 ms
[2022-04-10 03:45:20 main:574] : INFO : Epoch 1602 | loss: 0.0312488 | val_loss: 0.031249 | Time: 2261.82 ms
[2022-04-10 03:45:22 main:574] : INFO : Epoch 1603 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2288.31 ms
[2022-04-10 03:45:24 main:574] : INFO : Epoch 1604 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2197.92 ms
[2022-04-10 03:45:27 main:574] : INFO : Epoch 1605 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2294.36 ms
[2022-04-10 03:45:29 main:574] : INFO : Epoch 1606 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2298.37 ms
[2022-04-10 03:45:31 main:574] : INFO : Epoch 1607 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 2136.48 ms
[2022-04-10 03:45:33 main:574] : INFO : Epoch 1608 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 2314.45 ms
[2022-04-10 03:45:36 main:574] : INFO : Epoch 1609 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2173.49 ms
[2022-04-10 03:45:38 main:574] : INFO : Epoch 1610 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2362.91 ms
[2022-04-10 03:45:40 main:574] : INFO : Epoch 1611 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2278.08 ms
[2022-04-10 03:45:43 main:574] : INFO : Epoch 1612 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 2299.6 ms
[2022-04-10 03:45:45 main:574] : INFO : Epoch 1613 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2264.3 ms
[2022-04-10 03:45:47 main:574] : INFO : Epoch 1614 | loss: 0.0312452 | val_loss: 0.031245 | Time: 2181.52 ms
[2022-04-10 03:45:49 main:574] : INFO : Epoch 1615 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 2233.32 ms
[2022-04-10 03:45:52 main:574] : INFO : Epoch 1616 | loss: 0.031246 | val_loss: 0.031246 | Time: 2403.27 ms
[2022-04-10 03:45:54 main:574] : INFO : Epoch 1617 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 2279 ms
[2022-04-10 03:45:56 main:574] : INFO : Epoch 1618 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2342.25 ms
[2022-04-10 03:45:58 main:574] : INFO : Epoch 1619 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 2200.14 ms
[2022-04-10 03:46:01 main:574] : INFO : Epoch 1620 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 2306.82 ms
[2022-04-10 03:46:03 main:574] : INFO : Epoch 1621 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 2180.89 ms
[2022-04-10 03:46:05 main:574] : INFO : Epoch 1622 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2204.33 ms
[2022-04-10 03:46:07 main:574] : INFO : Epoch 1623 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2278.19 ms
[2022-04-10 03:46:10 main:574] : INFO : Epoch 1624 | loss: 0.0312467 | val_loss: 0.031247 | Time: 2541.32 ms
[2022-04-10 03:46:13 main:574] : INFO : Epoch 1625 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 2755.71 ms
[2022-04-10 03:46:15 main:574] : INFO : Epoch 1626 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 2594.54 ms
[2022-04-10 03:46:18 main:574] : INFO : Epoch 1627 | loss: 0.0312462 | val_loss: 0.0312487 | Time: 2532.66 ms
[2022-04-10 03:46:21 main:574] : INFO : Epoch 1628 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 2922.27 ms
[2022-04-10 03:46:23 main:574] : INFO : Epoch 1629 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2513.23 ms
[2022-04-10 03:46:26 main:574] : INFO : Epoch 1630 | loss: 0.0312457 | val_loss: 0.0312488 | Time: 2564.3 ms
[2022-04-10 03:46:29 main:574] : INFO : Epoch 1631 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 2565.85 ms
[2022-04-10 03:46:31 main:574] : INFO : Epoch 1632 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 2532.47 ms
[2022-04-10 03:46:34 main:574] : INFO : Epoch 1633 | loss: 0.031245 | val_loss: 0.0312461 | Time: 2558.61 ms
[2022-04-10 03:46:36 main:574] : INFO : Epoch 1634 | loss: 0.0312462 | val_loss: 0.0312507 | Time: 2340.59 ms
[2022-04-10 03:46:38 main:574] : INFO : Epoch 1635 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 2258.92 ms
[2022-04-10 03:46:40 main:574] : INFO : Epoch 1636 | loss: 0.0312463 | val_loss: 0.0312478 | Time: 2281.83 ms
[2022-04-10 03:46:43 main:574] : INFO : Epoch 1637 | loss: 0.0312454 | val_loss: 0.031247 | Time: 2226.81 ms
[2022-04-10 03:46:45 main:574] : INFO : Epoch 1638 | loss: 0.0312453 | val_loss: 0.0312518 | Time: 2189.93 ms
[2022-04-10 03:46:47 main:574] : INFO : Epoch 1639 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2247.27 ms
[2022-04-10 03:46:49 main:574] : INFO : Epoch 1640 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2222.48 ms
[2022-04-10 03:46:52 main:574] : INFO : Epoch 1641 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2264.23 ms
[2022-04-10 03:46:54 main:574] : INFO : Epoch 1642 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 2223.51 ms
[2022-04-10 03:46:56 main:574] : INFO : Epoch 1643 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 2197.42 ms
[2022-04-10 03:46:58 main:574] : INFO : Epoch 1644 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 2172.97 ms
[2022-04-10 03:47:01 main:574] : INFO : Epoch 1645 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2244.04 ms
[2022-04-10 03:47:03 main:574] : INFO : Epoch 1646 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2327.97 ms
[2022-04-10 03:47:05 main:574] : INFO : Epoch 1647 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2310.92 ms
[2022-04-10 03:47:08 main:574] : INFO : Epoch 1648 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2315.14 ms
[2022-04-10 03:47:10 main:574] : INFO : Epoch 1649 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 2277.61 ms
[2022-04-10 03:47:12 main:574] : INFO : Epoch 1650 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2291.9 ms
[2022-04-10 03:47:15 main:574] : INFO : Epoch 1651 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 2630.49 ms
[2022-04-10 03:47:17 main:574] : INFO : Epoch 1652 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2267.58 ms
[2022-04-10 03:47:19 main:574] : INFO : Epoch 1653 | loss: 0.0312452 | val_loss: 0.0312481 | Time: 2318.88 ms
[2022-04-10 03:47:22 main:574] : INFO : Epoch 1654 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2372.69 ms
[2022-04-10 03:47:24 main:574] : INFO : Epoch 1655 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2213.63 ms
[2022-04-10 03:47:26 main:574] : INFO : Epoch 1656 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 2352.17 ms
[2022-04-10 03:47:28 main:574] : INFO : Epoch 1657 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2213.61 ms
[2022-04-10 03:47:31 main:574] : INFO : Epoch 1658 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 2218.79 ms
[2022-04-10 03:47:33 main:574] : INFO : Epoch 1659 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 2142 ms
[2022-04-10 03:47:35 main:574] : INFO : Epoch 1660 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 2319.19 ms
[2022-04-10 03:47:37 main:574] : INFO : Epoch 1661 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 2307.43 ms
[2022-04-10 03:47:40 main:574] : INFO : Epoch 1662 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 2197.09 ms
[2022-04-10 03:47:42 main:574] : INFO : Epoch 1663 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 2316.19 ms
[2022-04-10 03:47:44 main:574] : INFO : Epoch 1664 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2252.71 ms
[2022-04-10 03:47:47 main:574] : INFO : Epoch 1665 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 2264.53 ms
[2022-04-10 03:47:49 main:574] : INFO : Epoch 1666 | loss: 0.031245 | val_loss: 0.0312468 | Time: 2140.76 ms
[2022-04-10 03:47:51 main:574] : INFO : Epoch 1667 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2280.57 ms
[2022-04-10 03:47:53 main:574] : INFO : Epoch 1668 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2270.83 ms
[2022-04-10 03:47:56 main:574] : INFO : Epoch 1669 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2346.13 ms
[2022-04-10 03:47:58 main:574] : INFO : Epoch 1670 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2320.78 ms
[2022-04-10 03:48:00 main:574] : INFO : Epoch 1671 | loss: 0.031246 | val_loss: 0.0312474 | Time: 2254.5 ms
[2022-04-10 03:48:02 main:574] : INFO : Epoch 1672 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 2183.85 ms
[2022-04-10 03:48:05 main:574] : INFO : Epoch 1673 | loss: 0.0312451 | val_loss: 0.031246 | Time: 2226.22 ms
[2022-04-10 03:48:07 main:574] : INFO : Epoch 1674 | loss: 0.031245 | val_loss: 0.031245 | Time: 2203.1 ms
[2022-04-10 03:48:09 main:574] : INFO : Epoch 1675 | loss: 0.031245 | val_loss: 0.0312451 | Time: 2254.33 ms
[2022-04-10 03:48:11 main:574] : INFO : Epoch 1676 | loss: 0.0312449 | val_loss: 0.031247 | Time: 2209.39 ms
[2022-04-10 03:48:14 main:574] : INFO : Epoch 1677 | loss: 0.0312454 | val_loss: 0.0312509 | Time: 2231.11 ms
[2022-04-10 03:48:16 main:574] : INFO : Epoch 1678 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 2238.44 ms
[2022-04-10 03:48:18 main:574] : INFO : Epoch 1679 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 2290.99 ms
[2022-04-10 03:48:20 main:574] : INFO : Epoch 1680 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 2235.35 ms
[2022-04-10 03:48:23 main:574] : INFO : Epoch 1681 | loss: 0.0312452 | val_loss: 0.0312489 | Time: 2316.28 ms
[2022-04-10 03:48:25 main:574] : INFO : Epoch 1682 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 2322.04 ms
[2022-04-10 03:48:27 main:574] : INFO : Epoch 1683 | loss: 0.031246 | val_loss: 0.0312475 | Time: 2274.92 ms
[2022-04-10 03:48:30 main:574] : INFO : Epoch 1684 | loss: 0.031247 | val_loss: 0.0312502 | Time: 2303.86 ms
[2022-04-10 03:48:32 main:574] : INFO : Epoch 1685 | loss: 0.031246 | val_loss: 0.0312476 | Time: 2317.09 ms
[2022-04-10 03:48:34 main:574] : INFO : Epoch 1686 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2337.54 ms
[2022-04-10 03:48:37 main:574] : INFO : Epoch 1687 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 2306.07 ms
[2022-04-10 03:48:39 main:574] : INFO : Epoch 1688 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2268.56 ms
[2022-04-10 03:48:41 main:574] : INFO : Epoch 1689 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 2184.92 ms
[2022-04-10 03:48:43 main:574] : INFO : Epoch 1690 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2111.47 ms
[2022-04-10 03:48:45 main:574] : INFO : Epoch 1691 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2180.39 ms
[2022-04-10 03:48:48 main:574] : INFO : Epoch 1692 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2244.02 ms
[2022-04-10 03:48:50 main:574] : INFO : Epoch 1693 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2225.09 ms
[2022-04-10 03:48:52 main:574] : INFO : Epoch 1694 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2281.5 ms
[2022-04-10 03:48:54 main:574] : INFO : Epoch 1695 | loss: 0.031247 | val_loss: 0.0312489 | Time: 2289.44 ms
[2022-04-10 03:48:57 main:574] : INFO : Epoch 1696 | loss: 0.0312456 | val_loss: 0.0312483 | Time: 2313.81 ms
[2022-04-10 03:48:59 main:574] : INFO : Epoch 1697 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2238.26 ms
[2022-04-10 03:49:01 main:574] : INFO : Epoch 1698 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 2311.41 ms
[2022-04-10 03:49:03 main:574] : INFO : Epoch 1699 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2278.26 ms
[2022-04-10 03:49:06 main:574] : INFO : Epoch 1700 | loss: 0.0312455 | val_loss: 0.0312503 | Time: 2235.15 ms
[2022-04-10 03:49:08 main:574] : INFO : Epoch 1701 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 2206.56 ms
[2022-04-10 03:49:10 main:574] : INFO : Epoch 1702 | loss: 0.0312461 | val_loss: 0.0312487 | Time: 2336.81 ms
[2022-04-10 03:49:13 main:574] : INFO : Epoch 1703 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2210.66 ms
[2022-04-10 03:49:15 main:574] : INFO : Epoch 1704 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2216.57 ms
[2022-04-10 03:49:17 main:574] : INFO : Epoch 1705 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2294.26 ms
[2022-04-10 03:49:19 main:574] : INFO : Epoch 1706 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 2161.13 ms
[2022-04-10 03:49:21 main:574] : INFO : Epoch 1707 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2214.48 ms
[2022-04-10 03:49:24 main:574] : INFO : Epoch 1708 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2267.07 ms
[2022-04-10 03:49:26 main:574] : INFO : Epoch 1709 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 2269.64 ms
[2022-04-10 03:49:28 main:574] : INFO : Epoch 1710 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2223.58 ms
[2022-04-10 03:49:30 main:574] : INFO : Epoch 1711 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2157.96 ms
[2022-04-10 03:49:33 main:574] : INFO : Epoch 1712 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2286.23 ms
[2022-04-10 03:49:35 main:574] : INFO : Epoch 1713 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 2287.03 ms
[2022-04-10 03:49:37 main:574] : INFO : Epoch 1714 | loss: 0.031247 | val_loss: 0.0312475 | Time: 2229.08 ms
[2022-04-10 03:49:39 main:574] : INFO : Epoch 1715 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2250.57 ms
[2022-04-10 03:49:42 main:574] : INFO : Epoch 1716 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 2257.49 ms
[2022-04-10 03:49:44 main:574] : INFO : Epoch 1717 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2233.58 ms
[2022-04-10 03:49:46 main:574] : INFO : Epoch 1718 | loss: 0.0312462 | val_loss: 0.0312488 | Time: 2205.43 ms
[2022-04-10 03:49:48 main:574] : INFO : Epoch 1719 | loss: 0.0312478 | val_loss: 0.0312533 | Time: 2247.58 ms
[2022-04-10 03:49:51 main:574] : INFO : Epoch 1720 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 2238.73 ms
[2022-04-10 03:49:53 main:574] : INFO : Epoch 1721 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2262.09 ms
[2022-04-10 03:49:55 main:574] : INFO : Epoch 1722 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2291.52 ms
[2022-04-10 03:49:57 main:574] : INFO : Epoch 1723 | loss: 0.0312471 | val_loss: 0.0312452 | Time: 2201.27 ms
[2022-04-10 03:50:00 main:574] : INFO : Epoch 1724 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 2383.3 ms
[2022-04-10 03:50:02 main:574] : INFO : Epoch 1725 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 2285.98 ms
[2022-04-10 03:50:04 main:574] : INFO : Epoch 1726 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2218.35 ms
[2022-04-10 03:50:07 main:574] : INFO : Epoch 1727 | loss: 0.031245 | val_loss: 0.0312454 | Time: 2283.52 ms
[2022-04-10 03:50:09 main:574] : INFO : Epoch 1728 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 2274.97 ms
[2022-04-10 03:50:11 main:574] : INFO : Epoch 1729 | loss: 0.0312447 | val_loss: 0.031245 | Time: 2233.76 ms
[2022-04-10 03:50:13 main:574] : INFO : Epoch 1730 | loss: 0.0312441 | val_loss: 0.0312459 | Time: 2248.36 ms
[2022-04-10 03:50:16 main:574] : INFO : Epoch 1731 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 2191.43 ms
[2022-04-10 03:50:18 main:574] : INFO : Epoch 1732 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 2264.6 ms
[2022-04-10 03:50:20 main:574] : INFO : Epoch 1733 | loss: 0.0312448 | val_loss: 0.0312463 | Time: 2221.99 ms
[2022-04-10 03:50:22 main:574] : INFO : Epoch 1734 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2262.85 ms
[2022-04-10 03:50:25 main:574] : INFO : Epoch 1735 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 2259.59 ms
[2022-04-10 03:50:27 main:574] : INFO : Epoch 1736 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2267.33 ms
[2022-04-10 03:50:29 main:574] : INFO : Epoch 1737 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 2253.65 ms
[2022-04-10 03:50:31 main:574] : INFO : Epoch 1738 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2129.56 ms
[2022-04-10 03:50:34 main:574] : INFO : Epoch 1739 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2281.75 ms
[2022-04-10 03:50:36 main:574] : INFO : Epoch 1740 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 2395.39 ms
[2022-04-10 03:50:38 main:574] : INFO : Epoch 1741 | loss: 0.0312468 | val_loss: 0.031249 | Time: 2192.15 ms
[2022-04-10 03:50:40 main:574] : INFO : Epoch 1742 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 2264.38 ms
[2022-04-10 03:50:43 main:574] : INFO : Epoch 1743 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2313.71 ms
[2022-04-10 03:50:45 main:574] : INFO : Epoch 1744 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2328.55 ms
[2022-04-10 03:50:47 main:574] : INFO : Epoch 1745 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2248.69 ms
[2022-04-10 03:50:50 main:574] : INFO : Epoch 1746 | loss: 0.031245 | val_loss: 0.0312449 | Time: 2519.1 ms
[2022-04-10 03:50:52 main:574] : INFO : Epoch 1747 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 2376.92 ms
[2022-04-10 03:50:54 main:574] : INFO : Epoch 1748 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 2242.86 ms
[2022-04-10 03:50:57 main:574] : INFO : Epoch 1749 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2337.86 ms
[2022-04-10 03:50:59 main:574] : INFO : Epoch 1750 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2256.68 ms
[2022-04-10 03:51:01 main:574] : INFO : Epoch 1751 | loss: 0.0312476 | val_loss: 0.031246 | Time: 2335 ms
[2022-04-10 03:51:04 main:574] : INFO : Epoch 1752 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2210.52 ms
[2022-04-10 03:51:06 main:574] : INFO : Epoch 1753 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 2267.65 ms
[2022-04-10 03:51:08 main:574] : INFO : Epoch 1754 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 2276.01 ms
[2022-04-10 03:51:10 main:574] : INFO : Epoch 1755 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 2265.93 ms
[2022-04-10 03:51:13 main:574] : INFO : Epoch 1756 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 2316.38 ms
[2022-04-10 03:51:15 main:574] : INFO : Epoch 1757 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 2260.17 ms
[2022-04-10 03:51:17 main:574] : INFO : Epoch 1758 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 2363 ms
[2022-04-10 03:51:20 main:574] : INFO : Epoch 1759 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 2275.92 ms
[2022-04-10 03:51:22 main:574] : INFO : Epoch 1760 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 2273.02 ms
[2022-04-10 03:51:24 main:574] : INFO : Epoch 1761 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2291.33 ms
[2022-04-10 03:51:26 main:574] : INFO : Epoch 1762 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 2215.68 ms
[2022-04-10 03:51:29 main:574] : INFO : Epoch 1763 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 2270.44 ms
[2022-04-10 03:51:31 main:574] : INFO : Epoch 1764 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2271.01 ms
[2022-04-10 03:51:33 main:574] : INFO : Epoch 1765 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 2367.35 ms
[2022-04-10 03:51:36 main:574] : INFO : Epoch 1766 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 2298.05 ms
[2022-04-10 03:51:38 main:574] : INFO : Epoch 1767 | loss: 0.0312454 | val_loss: 0.0312516 | Time: 2280.81 ms
[2022-04-10 03:51:40 main:574] : INFO : Epoch 1768 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 2148.32 ms
[2022-04-10 03:51:42 main:574] : INFO : Epoch 1769 | loss: 0.0312487 | val_loss: 0.0312455 | Time: 2302.38 ms
[2022-04-10 03:51:45 main:574] : INFO : Epoch 1770 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 2327.56 ms
[2022-04-10 03:51:47 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312477 | Time: 2324.18 ms
[2022-04-10 03:51:49 main:574] : INFO : Epoch 1772 | loss: 0.0312511 | val_loss: 0.0312457 | Time: 2211.05 ms
[2022-04-10 03:51:52 main:574] : INFO : Epoch 1773 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 2290.48 ms
[2022-04-10 03:51:54 main:574] : INFO : Epoch 1774 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 2288.48 ms
[2022-04-10 03:51:56 main:574] : INFO : Epoch 1775 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 2278.05 ms
[2022-04-10 03:51:58 main:574] : INFO : Epoch 1776 | loss: 0.0312475 | val_loss: 0.0312453 | Time: 2286.74 ms
[2022-04-10 03:52:01 main:574] : INFO : Epoch 1777 | loss: 0.0312474 | val_loss: 0.0312447 | Time: 2237.78 ms
[2022-04-10 03:52:03 main:574] : INFO : Epoch 1778 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 2154.88 ms
[2022-04-10 03:52:05 main:574] : INFO : Epoch 1779 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 2296.22 ms
[2022-04-10 03:52:07 main:574] : INFO : Epoch 1780 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 2277.56 ms
[2022-04-10 03:52:10 main:574] : INFO : Epoch 1781 | loss: 0.0312444 | val_loss: 0.031247 | Time: 2304.24 ms
[2022-04-10 03:52:12 main:574] : INFO : Epoch 1782 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2253.06 ms
[2022-04-10 03:52:14 main:574] : INFO : Epoch 1783 | loss: 0.0312449 | val_loss: 0.0312468 | Time: 2356.28 ms
[2022-04-10 03:52:17 main:574] : INFO : Epoch 1784 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 2253.87 ms
[2022-04-10 03:52:19 main:574] : INFO : Epoch 1785 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2306.8 ms
[2022-04-10 03:52:21 main:574] : INFO : Epoch 1786 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 2239.59 ms
[2022-04-10 03:52:24 main:574] : INFO : Epoch 1787 | loss: 0.0312492 | val_loss: 0.0312458 | Time: 2289.8 ms
[2022-04-10 03:52:26 main:574] : INFO : Epoch 1788 | loss: 0.0312499 | val_loss: 0.0312454 | Time: 2277.52 ms
[2022-04-10 03:52:28 main:574] : INFO : Epoch 1789 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 2202.01 ms
[2022-04-10 03:52:30 main:574] : INFO : Epoch 1790 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2242 ms
[2022-04-10 03:52:32 main:574] : INFO : Epoch 1791 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 2190.91 ms
[2022-04-10 03:52:35 main:574] : INFO : Epoch 1792 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 2256.15 ms
[2022-04-10 03:52:37 main:574] : INFO : Epoch 1793 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 2207.33 ms
[2022-04-10 03:52:39 main:574] : INFO : Epoch 1794 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 2284.86 ms
[2022-04-10 03:52:41 main:574] : INFO : Epoch 1795 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 2278.44 ms
[2022-04-10 03:52:44 main:574] : INFO : Epoch 1796 | loss: 0.031245 | val_loss: 0.0312465 | Time: 2338.75 ms
[2022-04-10 03:52:46 main:574] : INFO : Epoch 1797 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 2337.03 ms
[2022-04-10 03:52:48 main:574] : INFO : Epoch 1798 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2315.51 ms
[2022-04-10 03:52:51 main:574] : INFO : Epoch 1799 | loss: 0.0312492 | val_loss: 0.0312618 | Time: 2262.51 ms
[2022-04-10 03:52:53 main:574] : INFO : Epoch 1800 | loss: 0.0312506 | val_loss: 0.031247 | Time: 2324.75 ms
[2022-04-10 03:52:55 main:574] : INFO : Epoch 1801 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 2296.24 ms
[2022-04-10 03:52:58 main:574] : INFO : Epoch 1802 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2312.52 ms
[2022-04-10 03:53:00 main:574] : INFO : Epoch 1803 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2345.74 ms
[2022-04-10 03:53:02 main:574] : INFO : Epoch 1804 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2298.06 ms
[2022-04-10 03:53:05 main:574] : INFO : Epoch 1805 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 2286.38 ms
[2022-04-10 03:53:07 main:574] : INFO : Epoch 1806 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 2304.06 ms
[2022-04-10 03:53:09 main:574] : INFO : Epoch 1807 | loss: 0.0312465 | val_loss: 0.0312515 | Time: 2288.23 ms
[2022-04-10 03:53:12 main:574] : INFO : Epoch 1808 | loss: 0.0312489 | val_loss: 0.031248 | Time: 2328.98 ms
[2022-04-10 03:53:14 main:574] : INFO : Epoch 1809 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 2273.14 ms
[2022-04-10 03:53:16 main:574] : INFO : Epoch 1810 | loss: 0.0312448 | val_loss: 0.031245 | Time: 2214.72 ms
[2022-04-10 03:53:18 main:574] : INFO : Epoch 1811 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 2305.47 ms
[2022-04-10 03:53:21 main:574] : INFO : Epoch 1812 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 2347.03 ms
[2022-04-10 03:53:23 main:574] : INFO : Epoch 1813 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 2321.51 ms
[2022-04-10 03:53:25 main:574] : INFO : Epoch 1814 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 2227.28 ms
[2022-04-10 03:53:28 main:574] : INFO : Epoch 1815 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 2342.04 ms
[2022-04-10 03:53:30 main:574] : INFO : Epoch 1816 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2354.34 ms
[2022-04-10 03:53:32 main:574] : INFO : Epoch 1817 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2309.49 ms
[2022-04-10 03:53:35 main:574] : INFO : Epoch 1818 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2267.05 ms
[2022-04-10 03:53:37 main:574] : INFO : Epoch 1819 | loss: 0.0312445 | val_loss: 0.031244 | Time: 2356.07 ms
[2022-04-10 03:53:39 main:574] : INFO : Epoch 1820 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 2361.26 ms
[2022-04-10 03:53:42 main:574] : INFO : Epoch 1821 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 2231.06 ms
[2022-04-10 03:53:44 main:574] : INFO : Epoch 1822 | loss: 0.0312468 | val_loss: 0.0312523 | Time: 2287.46 ms
[2022-04-10 03:53:46 main:574] : INFO : Epoch 1823 | loss: 0.031248 | val_loss: 0.0312453 | Time: 2284.84 ms
[2022-04-10 03:53:48 main:574] : INFO : Epoch 1824 | loss: 0.031248 | val_loss: 0.0312456 | Time: 2224.56 ms
[2022-04-10 03:53:51 main:574] : INFO : Epoch 1825 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 2238.28 ms
[2022-04-10 03:53:53 main:574] : INFO : Epoch 1826 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 2264.93 ms
[2022-04-10 03:53:55 main:574] : INFO : Epoch 1827 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 2208.81 ms
[2022-04-10 03:53:57 main:574] : INFO : Epoch 1828 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 2265.41 ms
[2022-04-10 03:54:00 main:574] : INFO : Epoch 1829 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2247.69 ms
[2022-04-10 03:54:02 main:574] : INFO : Epoch 1830 | loss: 0.0312438 | val_loss: 0.0312478 | Time: 2268.97 ms
[2022-04-10 03:54:04 main:574] : INFO : Epoch 1831 | loss: 0.0312493 | val_loss: 0.031248 | Time: 2308.24 ms
[2022-04-10 03:54:07 main:574] : INFO : Epoch 1832 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 2304.47 ms
[2022-04-10 03:54:09 main:574] : INFO : Epoch 1833 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 2254.66 ms
[2022-04-10 03:54:11 main:574] : INFO : Epoch 1834 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 2227.78 ms
[2022-04-10 03:54:13 main:574] : INFO : Epoch 1835 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 2297.28 ms
[2022-04-10 03:54:16 main:574] : INFO : Epoch 1836 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2241.21 ms
[2022-04-10 03:54:18 main:574] : INFO : Epoch 1837 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2305.08 ms
[2022-04-10 03:54:20 main:574] : INFO : Epoch 1838 | loss: 0.0312446 | val_loss: 0.0312479 | Time: 2236.38 ms
[2022-04-10 03:54:22 main:574] : INFO : Epoch 1839 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2276.01 ms
[2022-04-10 03:54:25 main:574] : INFO : Epoch 1840 | loss: 0.0312447 | val_loss: 0.0312448 | Time: 2573.09 ms
[2022-04-10 03:54:27 main:574] : INFO : Epoch 1841 | loss: 0.031245 | val_loss: 0.031245 | Time: 2375.87 ms
[2022-04-10 03:54:30 main:574] : INFO : Epoch 1842 | loss: 0.0312445 | val_loss: 0.0312446 | Time: 2192.47 ms
[2022-04-10 03:54:32 main:574] : INFO : Epoch 1843 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 2261.71 ms
[2022-04-10 03:54:34 main:574] : INFO : Epoch 1844 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 2256.79 ms
[2022-04-10 03:54:36 main:574] : INFO : Epoch 1845 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 2292.98 ms
[2022-04-10 03:54:39 main:574] : INFO : Epoch 1846 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 2235.21 ms
[2022-04-10 03:54:41 main:574] : INFO : Epoch 1847 | loss: 0.031245 | val_loss: 0.0312448 | Time: 2191.59 ms
[2022-04-10 03:54:43 main:574] : INFO : Epoch 1848 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 2223.55 ms
[2022-04-10 03:54:45 main:574] : INFO : Epoch 1849 | loss: 0.0312463 | val_loss: 0.0312486 | Time: 2226.26 ms
[2022-04-10 03:54:47 main:574] : INFO : Epoch 1850 | loss: 0.0312467 | val_loss: 0.0312444 | Time: 2210.26 ms
[2022-04-10 03:54:50 main:574] : INFO : Epoch 1851 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 2153.78 ms
[2022-04-10 03:54:52 main:574] : INFO : Epoch 1852 | loss: 0.0312465 | val_loss: 0.03125 | Time: 2389.8 ms
[2022-04-10 03:54:54 main:574] : INFO : Epoch 1853 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 2266.17 ms
[2022-04-10 03:54:57 main:574] : INFO : Epoch 1854 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2310.9 ms
[2022-04-10 03:54:59 main:574] : INFO : Epoch 1855 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 2271.06 ms
[2022-04-10 03:55:01 main:574] : INFO : Epoch 1856 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2335.4 ms
[2022-04-10 03:55:03 main:574] : INFO : Epoch 1857 | loss: 0.0312444 | val_loss: 0.031245 | Time: 2244.65 ms
[2022-04-10 03:55:06 main:574] : INFO : Epoch 1858 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2277.87 ms
[2022-04-10 03:55:08 main:574] : INFO : Epoch 1859 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 2216.14 ms
[2022-04-10 03:55:10 main:574] : INFO : Epoch 1860 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 2356.62 ms
[2022-04-10 03:55:13 main:574] : INFO : Epoch 1861 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 2357.84 ms
[2022-04-10 03:55:15 main:574] : INFO : Epoch 1862 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 2203.31 ms
[2022-04-10 03:55:17 main:574] : INFO : Epoch 1863 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 2339.75 ms
[2022-04-10 03:55:20 main:574] : INFO : Epoch 1864 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2354.23 ms
[2022-04-10 03:55:22 main:574] : INFO : Epoch 1865 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 2347.19 ms
[2022-04-10 03:55:24 main:574] : INFO : Epoch 1866 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 2353.48 ms
[2022-04-10 03:55:27 main:574] : INFO : Epoch 1867 | loss: 0.031245 | val_loss: 0.0312464 | Time: 2396.76 ms
[2022-04-10 03:55:29 main:574] : INFO : Epoch 1868 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 2247.25 ms
[2022-04-10 03:55:31 main:574] : INFO : Epoch 1869 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2341.99 ms
[2022-04-10 03:55:34 main:574] : INFO : Epoch 1870 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2348.47 ms
[2022-04-10 03:55:36 main:574] : INFO : Epoch 1871 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 2225.49 ms
[2022-04-10 03:55:38 main:574] : INFO : Epoch 1872 | loss: 0.0312499 | val_loss: 0.0312477 | Time: 2295.33 ms
[2022-04-10 03:55:41 main:574] : INFO : Epoch 1873 | loss: 0.0312468 | val_loss: 0.0312444 | Time: 2351.95 ms
[2022-04-10 03:55:43 main:574] : INFO : Epoch 1874 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 2247.26 ms
[2022-04-10 03:55:45 main:574] : INFO : Epoch 1875 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 2265.53 ms
[2022-04-10 03:55:47 main:574] : INFO : Epoch 1876 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 2297.89 ms
[2022-04-10 03:55:50 main:574] : INFO : Epoch 1877 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2285.77 ms
[2022-04-10 03:55:52 main:574] : INFO : Epoch 1878 | loss: 0.031245 | val_loss: 0.0312471 | Time: 2390.51 ms
[2022-04-10 03:55:54 main:574] : INFO : Epoch 1879 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2365.36 ms
[2022-04-10 03:55:57 main:574] : INFO : Epoch 1880 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 2272.4 ms
[2022-04-10 03:55:59 main:574] : INFO : Epoch 1881 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 2319.35 ms
[2022-04-10 03:56:01 main:574] : INFO : Epoch 1882 | loss: 0.0312443 | val_loss: 0.031244 | Time: 2282.61 ms
[2022-04-10 03:56:04 main:574] : INFO : Epoch 1883 | loss: 0.0312452 | val_loss: 0.0312481 | Time: 2286.58 ms
[2022-04-10 03:56:06 main:574] : INFO : Epoch 1884 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 2235.2 ms
[2022-04-10 03:56:08 main:574] : INFO : Epoch 1885 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 2374.23 ms
[2022-04-10 03:56:11 main:574] : INFO : Epoch 1886 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 2431.18 ms
[2022-04-10 03:56:13 main:574] : INFO : Epoch 1887 | loss: 0.031245 | val_loss: 0.0312444 | Time: 2394.14 ms
[2022-04-10 03:56:15 main:574] : INFO : Epoch 1888 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2403.14 ms
[2022-04-10 03:56:18 main:574] : INFO : Epoch 1889 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2342.94 ms
[2022-04-10 03:56:20 main:574] : INFO : Epoch 1890 | loss: 0.0312453 | val_loss: 0.0312463 | Time: 2518.57 ms
[2022-04-10 03:56:23 main:574] : INFO : Epoch 1891 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 2350.97 ms
[2022-04-10 03:56:25 main:574] : INFO : Epoch 1892 | loss: 0.031246 | val_loss: 0.0312453 | Time: 2273.56 ms
[2022-04-10 03:56:27 main:574] : INFO : Epoch 1893 | loss: 0.031246 | val_loss: 0.0312502 | Time: 2268.87 ms
[2022-04-10 03:56:30 main:574] : INFO : Epoch 1894 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 2254.57 ms
[2022-04-10 03:56:32 main:574] : INFO : Epoch 1895 | loss: 0.0312472 | val_loss: 0.0312505 | Time: 2258.24 ms
[2022-04-10 03:56:34 main:574] : INFO : Epoch 1896 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2207.98 ms
[2022-04-10 03:56:36 main:574] : INFO : Epoch 1897 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 2322.82 ms
[2022-04-10 03:56:39 main:574] : INFO : Epoch 1898 | loss: 0.0312457 | val_loss: 0.0312477 | Time: 2201.24 ms
[2022-04-10 03:56:41 main:574] : INFO : Epoch 1899 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2293.12 ms
[2022-04-10 03:56:43 main:574] : INFO : Epoch 1900 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 2218.85 ms
[2022-04-10 03:56:45 main:574] : INFO : Epoch 1901 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2305.84 ms
[2022-04-10 03:56:48 main:574] : INFO : Epoch 1902 | loss: 0.0312456 | val_loss: 0.0312509 | Time: 2273.36 ms
[2022-04-10 03:56:50 main:574] : INFO : Epoch 1903 | loss: 0.0312469 | val_loss: 0.0312495 | Time: 2288.84 ms
[2022-04-10 03:56:52 main:574] : INFO : Epoch 1904 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 2376.38 ms
[2022-04-10 03:56:55 main:574] : INFO : Epoch 1905 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 2296.97 ms
[2022-04-10 03:56:57 main:574] : INFO : Epoch 1906 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 2326.77 ms
[2022-04-10 03:56:59 main:574] : INFO : Epoch 1907 | loss: 0.0312444 | val_loss: 0.0312461 | Time: 2338.63 ms
[2022-04-10 03:57:02 main:574] : INFO : Epoch 1908 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 2303.84 ms
[2022-04-10 03:57:04 main:574] : INFO : Epoch 1909 | loss: 0.0312478 | val_loss: 0.0312527 | Time: 2403.57 ms
[2022-04-10 03:57:06 main:574] : INFO : Epoch 1910 | loss: 0.0312479 | val_loss: 0.0312456 | Time: 2310.4 ms
[2022-04-10 03:57:09 main:574] : INFO : Epoch 1911 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 2272.23 ms
[2022-04-10 03:57:11 main:574] : INFO : Epoch 1912 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 2346.88 ms
[2022-04-10 03:57:13 main:574] : INFO : Epoch 1913 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2344.27 ms
[2022-04-10 03:57:16 main:574] : INFO : Epoch 1914 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2484.48 ms
[2022-04-10 03:57:18 main:574] : INFO : Epoch 1915 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 2264.73 ms
[2022-04-10 03:57:20 main:574] : INFO : Epoch 1916 | loss: 0.031245 | val_loss: 0.031245 | Time: 2342.03 ms
[2022-04-10 03:57:23 main:574] : INFO : Epoch 1917 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 2228.22 ms
[2022-04-10 03:57:25 main:574] : INFO : Epoch 1918 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2258.85 ms
[2022-04-10 03:57:27 main:574] : INFO : Epoch 1919 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2208.21 ms
[2022-04-10 03:57:29 main:574] : INFO : Epoch 1920 | loss: 0.031245 | val_loss: 0.031244 | Time: 2299.46 ms
[2022-04-10 03:57:32 main:574] : INFO : Epoch 1921 | loss: 0.031244 | val_loss: 0.0312449 | Time: 2289.85 ms
[2022-04-10 03:57:34 main:574] : INFO : Epoch 1922 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 2248.02 ms
[2022-04-10 03:57:36 main:574] : INFO : Epoch 1923 | loss: 0.031247 | val_loss: 0.031245 | Time: 2272.15 ms
[2022-04-10 03:57:38 main:574] : INFO : Epoch 1924 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2211.14 ms
[2022-04-10 03:57:41 main:574] : INFO : Epoch 1925 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 2286.9 ms
[2022-04-10 03:57:43 main:574] : INFO : Epoch 1926 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 2232.07 ms
[2022-04-10 03:57:45 main:574] : INFO : Epoch 1927 | loss: 0.0312454 | val_loss: 0.0312504 | Time: 2294.6 ms
[2022-04-10 03:57:47 main:574] : INFO : Epoch 1928 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2208.27 ms
[2022-04-10 03:57:50 main:574] : INFO : Epoch 1929 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2250.73 ms
[2022-04-10 03:57:52 main:574] : INFO : Epoch 1930 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 2240.68 ms
[2022-04-10 03:57:54 main:574] : INFO : Epoch 1931 | loss: 0.031245 | val_loss: 0.0312446 | Time: 2313.95 ms
[2022-04-10 03:57:57 main:574] : INFO : Epoch 1932 | loss: 0.0312446 | val_loss: 0.031244 | Time: 2303.1 ms
[2022-04-10 03:57:59 main:574] : INFO : Epoch 1933 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2169.42 ms
[2022-04-10 03:58:01 main:574] : INFO : Epoch 1934 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2232.88 ms
[2022-04-10 03:58:03 main:574] : INFO : Epoch 1935 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 2260.05 ms
[2022-04-10 03:58:06 main:574] : INFO : Epoch 1936 | loss: 0.0312446 | val_loss: 0.031244 | Time: 2203.88 ms
[2022-04-10 03:58:08 main:574] : INFO : Epoch 1937 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 2251.92 ms
[2022-04-10 03:58:10 main:574] : INFO : Epoch 1938 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 2231.64 ms
[2022-04-10 03:58:12 main:574] : INFO : Epoch 1939 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 2325.18 ms
[2022-04-10 03:58:15 main:574] : INFO : Epoch 1940 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2189.95 ms
[2022-04-10 03:58:17 main:574] : INFO : Epoch 1941 | loss: 0.0312451 | val_loss: 0.0312474 | Time: 2235.11 ms
[2022-04-10 03:58:19 main:574] : INFO : Epoch 1942 | loss: 0.031245 | val_loss: 0.0312444 | Time: 2300.88 ms
[2022-04-10 03:58:21 main:574] : INFO : Epoch 1943 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 2172.44 ms
[2022-04-10 03:58:24 main:574] : INFO : Epoch 1944 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 2269.68 ms
[2022-04-10 03:58:26 main:574] : INFO : Epoch 1945 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 2336.47 ms
[2022-04-10 03:58:28 main:574] : INFO : Epoch 1946 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 2200.91 ms
[2022-04-10 03:58:30 main:574] : INFO : Epoch 1947 | loss: 0.0312441 | val_loss: 0.031244 | Time: 2296.97 ms
[2022-04-10 03:58:33 main:574] : INFO : Epoch 1948 | loss: 0.0312444 | val_loss: 0.0312465 | Time: 2252.2 ms
[2022-04-10 03:58:35 main:574] : INFO : Epoch 1949 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 2222.5 ms
[2022-04-10 03:58:37 main:574] : INFO : Epoch 1950 | loss: 0.031246 | val_loss: 0.0312449 | Time: 2139.42 ms
[2022-04-10 03:58:39 main:574] : INFO : Epoch 1951 | loss: 0.0312443 | val_loss: 0.031249 | Time: 2302.76 ms
[2022-04-10 03:58:42 main:574] : INFO : Epoch 1952 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 2220.15 ms
[2022-04-10 03:58:44 main:574] : INFO : Epoch 1953 | loss: 0.0312447 | val_loss: 0.0312466 | Time: 2275.41 ms
[2022-04-10 03:58:46 main:574] : INFO : Epoch 1954 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 2233.82 ms
[2022-04-10 03:58:48 main:574] : INFO : Epoch 1955 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2215.67 ms
[2022-04-10 03:58:51 main:574] : INFO : Epoch 1956 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2332.61 ms
[2022-04-10 03:58:53 main:574] : INFO : Epoch 1957 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 2201.99 ms
[2022-04-10 03:58:55 main:574] : INFO : Epoch 1958 | loss: 0.0312447 | val_loss: 0.0312448 | Time: 2328.83 ms
[2022-04-10 03:58:57 main:574] : INFO : Epoch 1959 | loss: 0.0312462 | val_loss: 0.0312483 | Time: 2234.99 ms
[2022-04-10 03:59:00 main:574] : INFO : Epoch 1960 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2407.03 ms
[2022-04-10 03:59:02 main:574] : INFO : Epoch 1961 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 2348.82 ms
[2022-04-10 03:59:04 main:574] : INFO : Epoch 1962 | loss: 0.0312456 | val_loss: 0.031245 | Time: 2222.19 ms
[2022-04-10 03:59:07 main:574] : INFO : Epoch 1963 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 2266.02 ms
[2022-04-10 03:59:09 main:574] : INFO : Epoch 1964 | loss: 0.0312442 | val_loss: 0.0312458 | Time: 2311.01 ms
[2022-04-10 03:59:11 main:574] : INFO : Epoch 1965 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 2248.49 ms
[2022-04-10 03:59:13 main:574] : INFO : Epoch 1966 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 2184.01 ms
[2022-04-10 03:59:16 main:574] : INFO : Epoch 1967 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2305.42 ms
[2022-04-10 03:59:18 main:574] : INFO : Epoch 1968 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2376.02 ms
[2022-04-10 03:59:20 main:574] : INFO : Epoch 1969 | loss: 0.0312447 | val_loss: 0.031248 | Time: 2280.87 ms
[2022-04-10 03:59:23 main:574] : INFO : Epoch 1970 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 2350.04 ms
[2022-04-10 03:59:25 main:574] : INFO : Epoch 1971 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2224.43 ms
[2022-04-10 03:59:27 main:574] : INFO : Epoch 1972 | loss: 0.031248 | val_loss: 0.0312451 | Time: 2106.85 ms
[2022-04-10 03:59:29 main:574] : INFO : Epoch 1973 | loss: 0.031245 | val_loss: 0.0312451 | Time: 2196.39 ms
[2022-04-10 03:59:32 main:574] : INFO : Epoch 1974 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 2232.28 ms
[2022-04-10 03:59:34 main:574] : INFO : Epoch 1975 | loss: 0.031244 | val_loss: 0.0312443 | Time: 2262.07 ms
[2022-04-10 03:59:36 main:574] : INFO : Epoch 1976 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 2216.48 ms
[2022-04-10 03:59:38 main:574] : INFO : Epoch 1977 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2275.91 ms
[2022-04-10 03:59:41 main:574] : INFO : Epoch 1978 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 2267.32 ms
[2022-04-10 03:59:43 main:574] : INFO : Epoch 1979 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 2168.96 ms
[2022-04-10 03:59:45 main:574] : INFO : Epoch 1980 | loss: 0.0312446 | val_loss: 0.031245 | Time: 2235.92 ms
[2022-04-10 03:59:47 main:574] : INFO : Epoch 1981 | loss: 0.0312446 | val_loss: 0.0312449 | Time: 2218.59 ms
[2022-04-10 03:59:49 main:574] : INFO : Epoch 1982 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 2222.61 ms
[2022-04-10 03:59:52 main:574] : INFO : Epoch 1983 | loss: 0.031245 | val_loss: 0.0312452 | Time: 2285.99 ms
[2022-04-10 03:59:54 main:574] : INFO : Epoch 1984 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 2319.56 ms
[2022-04-10 03:59:56 main:574] : INFO : Epoch 1985 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2187.52 ms
[2022-04-10 03:59:59 main:574] : INFO : Epoch 1986 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 2284.29 ms
[2022-04-10 04:00:01 main:574] : INFO : Epoch 1987 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 2254.51 ms
[2022-04-10 04:00:03 main:574] : INFO : Epoch 1988 | loss: 0.0312444 | val_loss: 0.0312462 | Time: 2172.19 ms
[2022-04-10 04:00:05 main:574] : INFO : Epoch 1989 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 2185.24 ms
[2022-04-10 04:00:07 main:574] : INFO : Epoch 1990 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 2234.2 ms
[2022-04-10 04:00:10 main:574] : INFO : Epoch 1991 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 2250.76 ms
[2022-04-10 04:00:12 main:574] : INFO : Epoch 1992 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 2295.18 ms
[2022-04-10 04:00:14 main:574] : INFO : Epoch 1993 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 2213.83 ms
[2022-04-10 04:00:16 main:574] : INFO : Epoch 1994 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 2256.94 ms
[2022-04-10 04:00:19 main:574] : INFO : Epoch 1995 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 2123.25 ms
[2022-04-10 04:00:21 main:574] : INFO : Epoch 1996 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 2344.89 ms
[2022-04-10 04:00:23 main:574] : INFO : Epoch 1997 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 2251.99 ms
[2022-04-10 04:00:25 main:574] : INFO : Epoch 1998 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 2249.13 ms
[2022-04-10 04:00:28 main:574] : INFO : Epoch 1999 | loss: 0.031244 | val_loss: 0.0312442 | Time: 2217.7 ms
[2022-04-10 04:00:30 main:574] : INFO : Epoch 2000 | loss: 0.031244 | val_loss: 0.0312458 | Time: 2258.8 ms
[2022-04-10 04:00:32 main:574] : INFO : Epoch 2001 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 2265.07 ms
[2022-04-10 04:00:35 main:574] : INFO : Epoch 2002 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 2419.32 ms
[2022-04-10 04:00:37 main:574] : INFO : Epoch 2003 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 2482.81 ms
[2022-04-10 04:00:39 main:574] : INFO : Epoch 2004 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 2198.87 ms
[2022-04-10 04:00:42 main:574] : INFO : Epoch 2005 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 2261.04 ms
[2022-04-10 04:00:44 main:574] : INFO : Epoch 2006 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 2221.82 ms
[2022-04-10 04:00:46 main:574] : INFO : Epoch 2007 | loss: 0.0312464 | val_loss: 0.0312495 | Time: 2280.45 ms
[2022-04-10 04:00:48 main:574] : INFO : Epoch 2008 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2340.01 ms
[2022-04-10 04:00:51 main:574] : INFO : Epoch 2009 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 2442.22 ms
[2022-04-10 04:00:53 main:574] : INFO : Epoch 2010 | loss: 0.0312441 | val_loss: 0.031245 | Time: 2366.73 ms
[2022-04-10 04:00:56 main:574] : INFO : Epoch 2011 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 2332.23 ms
[2022-04-10 04:00:58 main:574] : INFO : Epoch 2012 | loss: 0.031245 | val_loss: 0.0312468 | Time: 2350.06 ms
[2022-04-10 04:01:00 main:574] : INFO : Epoch 2013 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 2169.89 ms
[2022-04-10 04:01:02 main:574] : INFO : Epoch 2014 | loss: 0.0312459 | val_loss: 0.031249 | Time: 2293.45 ms
[2022-04-10 04:01:05 main:574] : INFO : Epoch 2015 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 2223.8 ms
[2022-04-10 04:01:07 main:574] : INFO : Epoch 2016 | loss: 0.031245 | val_loss: 0.0312441 | Time: 2256.64 ms
[2022-04-10 04:01:09 main:574] : INFO : Epoch 2017 | loss: 0.0312445 | val_loss: 0.031245 | Time: 2252 ms
[2022-04-10 04:01:11 main:574] : INFO : Epoch 2018 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2238.45 ms
[2022-04-10 04:01:14 main:574] : INFO : Epoch 2019 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 2293.83 ms
[2022-04-10 04:01:16 main:574] : INFO : Epoch 2020 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 2316.4 ms
[2022-04-10 04:01:18 main:574] : INFO : Epoch 2021 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 2278.82 ms
[2022-04-10 04:01:20 main:574] : INFO : Epoch 2022 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 2162.68 ms
[2022-04-10 04:01:23 main:574] : INFO : Epoch 2023 | loss: 0.0312439 | val_loss: 0.0312476 | Time: 2203.74 ms
[2022-04-10 04:01:25 main:574] : INFO : Epoch 2024 | loss: 0.031246 | val_loss: 0.0312481 | Time: 2275.07 ms
[2022-04-10 04:01:27 main:574] : INFO : Epoch 2025 | loss: 0.0312484 | val_loss: 0.0312464 | Time: 2269.41 ms
[2022-04-10 04:01:29 main:574] : INFO : Epoch 2026 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2257.51 ms
[2022-04-10 04:01:32 main:574] : INFO : Epoch 2027 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 2309.45 ms
[2022-04-10 04:01:34 main:574] : INFO : Epoch 2028 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2319.01 ms
[2022-04-10 04:01:36 main:574] : INFO : Epoch 2029 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 2222.83 ms
[2022-04-10 04:01:39 main:574] : INFO : Epoch 2030 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 2248.06 ms
[2022-04-10 04:01:41 main:574] : INFO : Epoch 2031 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 2269.24 ms
[2022-04-10 04:01:43 main:574] : INFO : Epoch 2032 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 2172.92 ms
[2022-04-10 04:01:45 main:574] : INFO : Epoch 2033 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 2152.77 ms
[2022-04-10 04:01:47 main:574] : INFO : Epoch 2034 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 2220.31 ms
[2022-04-10 04:01:50 main:574] : INFO : Epoch 2035 | loss: 0.0312464 | val_loss: 0.0312439 | Time: 2233.84 ms
[2022-04-10 04:01:52 main:574] : INFO : Epoch 2036 | loss: 0.0312444 | val_loss: 0.0312448 | Time: 2157.78 ms
[2022-04-10 04:01:54 main:574] : INFO : Epoch 2037 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 2292.19 ms
[2022-04-10 04:01:56 main:574] : INFO : Epoch 2038 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 2229.94 ms
[2022-04-10 04:01:59 main:574] : INFO : Epoch 2039 | loss: 0.0312481 | val_loss: 0.031246 | Time: 2262.19 ms
[2022-04-10 04:02:01 main:574] : INFO : Epoch 2040 | loss: 0.0312477 | val_loss: 0.0312449 | Time: 2370.32 ms
[2022-04-10 04:02:03 main:574] : INFO : Epoch 2041 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 2229.41 ms
[2022-04-10 04:02:06 main:574] : INFO : Epoch 2042 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 2346.51 ms
[2022-04-10 04:02:08 main:574] : INFO : Epoch 2043 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 2337.88 ms
[2022-04-10 04:02:10 main:574] : INFO : Epoch 2044 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2225.14 ms
[2022-04-10 04:02:12 main:574] : INFO : Epoch 2045 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 2311.01 ms
[2022-04-10 04:02:15 main:574] : INFO : Epoch 2046 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2179.68 ms
[2022-04-10 04:02:17 main:574] : INFO : Epoch 2047 | loss: 0.0312444 | val_loss: 0.0312486 | Time: 2249.75 ms
[2022-04-10 04:02:19 main:574] : INFO : Epoch 2048 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 2250.91 ms
[2022-04-10 04:02:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312447
[2022-04-10 04:02:19 main:603] : INFO : Saving end state to config to file
[2022-04-10 04:02:19 main:608] : INFO : Success, exiting..
04:02:19 (15528): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)